This paper is concerned with the minimization of a given quadratic fun
ctional for time-invariant, controllable linear systems with the const
raint that another quadratic functional (the 'output energy') assumes
a given value. It is shown that (under certain assumptions) an optimal
solution exists if and only if the linear system is strongly observab
le (i.e. observable with unknown inputs).